Any model
- Anthropic
- OpenAI
- AWS
- Databricks
Vicaro Harness
- Long-term memory
- Subagents
- Smart model routing
- Self-improvement
- Integrations
- Governance
Finished work
- Enriched 41 new leads in Salesforce
- Sent the Q3 renewal quote, after your approval
- Delivered the weekly management brief
Built for work that
takes more than one step.
Long-term memory
Keeps context across conversations, weeks, and months, so each task builds on what came before.
Subagents
Delegates parts of a larger task to subagents, works in parallel, and brings the results together.
Smart model routing
Matches the model and reasoning effort to each step, with failover between providers.
Self-improvement
Learns from feedback and past work to improve how it handles the next task.
Integrations
Works in your connected apps and services, with native integrations, APIs, and MCP.
Governance
Applies your policies to every action, requests approval when needed, and records what happened.
Bring any model.
Keep the advantage.
Models improve for everyone. The harness is your edge.
Your keys
Bring your own provider keys, or use ours.
Your providers
Pick a provider per role.
Your rules
Whichever model runs, the same policies apply.
What would you hand over first?
Start with one role and one real task.